Technical Guidance for Using the Modified Kalman Filter in Small-domain Estimation at the National Center for Health Statistics

Talih, Makram; Rossen, Lauren M.; Patel, Priyam; Earp, Morgan; Parker, Jennifer

doi:10.15620/cdc/157496

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Technical Guidance for Using the Modified Kalman Filter in Small-domain Estimation at the National Center for Health Statistics

9/3/2024
By Talih, Makram ; Rossen, Lauren M. ; Patel, Priyam ; ...
https://dx.doi.org/10.15620/cdc/157496
Series: NCHS Vital and Health Statistics Series

[PDF-1.45 MB]

English

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Personal Author:

Talih, Makram ; Rossen, Lauren M. ; Patel, Priyam ; Earp, Morgan ; Parker, Jennifer

Talih, Makram ; Rossen, Lauren M. ; Patel, Priyam ; Earp, Morgan ; Parker, Jennifer Less -
Corporate Authors:

National Center Health Statistics (U.S.)
Description:

This report documents differences between the earlier and enhanced modified Kalman filter procedures and provides technical guidance for use of the latter in small-domain estimation at the National Center for Health Statistics.
Keywords:

[+]

Bayes Factor Complex Health Survey Mixed Effects Model State-space Model Statistical Reliability Vital Statistics
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NCHS Vital and Health Statistics Series
Document Type:

Report
Genre:

Statistics
Place as Subject:

United States
Collection(s):

National Center for Health Statistics
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urn:sha-512:cd5a3d97ed9c54b3d5b7125b6cb3225a249237f3b30d5d795234b4cec4e82c0e4673e2155074f48342efe7f9a14f0d5c52a979a9ceb0d0a4fcfa149330198aa2
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https://stacks.cdc.gov/view/cdc/157496/cdc_157496_DS1.pdf
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Technical Guidance for Using the Modified Kalman Filter in Small-domain Estimation at the National Center for Health Statistics

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